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Metaview in Practice: Building a Prompt System That Evolves With User Preferences

Jul 18, 2026·3 min

Metaview in Practice: Building a Prompt System That Evolves With User Preferences

Metaview engineer Nick Mayhew explains how to build self-evolving prompt systems: Markdown over rules, layered workflows to cut token costs, and agents that learn user preferences for human-centered AI recruiting.